# Embeddings

Generate vector embeddings from input text for semantic search, similarity matching, and retrieval-augmented generation (RAG).

{% content-ref url="<https://app.gitbook.com/s/Z9C9AjT7j46HAcQrOVWw/api-reference/embeddings-api>" %}
[Embeddings API](https://app.gitbook.com/s/Z9C9AjT7j46HAcQrOVWw/api-reference/embeddings-api)
{% endcontent-ref %}